The B2B intent data landscape is shifting faster than most revenue teams can keep up. New acquisitions, AI-powered scoring models, tighter privacy rules, and a growing accuracy crisis are all reshaping how companies identify and act on buying signals. This roundup covers the most important B2B intent data news from the past twelve months — and what it means for your go-to-market strategy heading into the second half of 2026.

The Market Is Growing — But the Rules Are Changing

The buyer intent data tools market hit an estimated $3.8 billion in 2026, growing at roughly 17% year-over-year. By 2033, analysts project it will reach $15 billion or more. Over 70% of B2B organizations now use some form of intent data for lead prioritization.

But growth alone doesn't tell the full story. The way teams buy and use intent data is changing fundamentally. Static databases and simple keyword-based scoring are losing ground to AI-driven prediction, real-time behavioral signals, and multi-source data layering.

LakeB2B's 2026 Intent Analytics Report put it bluntly: sales teams relying on static contact databases will see a 45% decline in engagement rates. Meanwhile, organizations using advanced intent signals are cutting customer acquisition costs by roughly 30% and shortening sales cycles.

The message is clear — intent data is table stakes, but how you use it is what separates pipeline from noise.

The Accuracy Crisis No One Wants to Talk About

Here's the uncomfortable truth: surveys suggest the vast majority of B2B teams struggle with unreliable intent signals. Many report that only a fraction of those signals convert into real opportunities. Separate analyses from MIT-affiliated researchers and Forrester have questioned whether most current intent data accurately reflects true buyer intent.

Why? Several reasons:

• Bot traffic inflation. Automated crawlers and scraping bots generate false signals that look like genuine research activity.

• Topic-level noise. Someone reading a blog post about "data enrichment" may be a student, a journalist, or a competitor — not a buyer.

• Lag between signal and action. By the time most third-party signals reach your CRM, the buying window may have already closed.

The platforms that win in 2026 are the ones solving for precision, not just volume. That means layering first-party data (your own website, product usage, CRM engagement) with verified third-party signals — and filtering out the noise with AI.

Major Acquisitions Reshaping the Landscape

Consolidation is accelerating. The intent data space is maturing, and the big players are acquiring to fill gaps in their data supply chain.

Intentsify Acquires Salutary Data

In January 2026, Intentsify acquired Salutary Data — its second strategic deal following the Five by Five acquisition. Salutary brings 156 million verified U.S. B2B contacts and processes over 500 million records quarterly. The move strengthens Intentsify's identity resolution, bridging the gap between anonymous intent signals and verified human identities.

Intentsify's 2025 numbers back the momentum: 21% overall revenue growth and 50% growth in its data solutions business.

Delivr.ai Acquires 4-Eyes.ai

In early 2025, Delivr.ai acquired 4-Eyes.ai to integrate AI-powered audience solutions with person-level intent intelligence. The combined platform uses LLMs and generative AI for contextual targeting — a sign that AI-native intent platforms are emerging as serious alternatives to legacy providers.

What This Means

The consolidation trend signals a shift from data collection to data activation. Standalone intent data feeds are becoming commoditized. The value is moving toward platforms that combine intent signals with identity resolution, contact data validation, and automated activation workflows.

Platform Updates Worth Knowing About

6sense Launches RevvyAI

In November 2025, 6sense introduced RevvyAI — described as the most significant update in the company's history. It turns 6sense into an AI-powered GTM command center with specialized agents: an Ad Campaign Companion, Keyword Advisor, and 6QA Analyst.

On the data side, 6sense's January 2026 update improved account scoring accuracy by 25%. Key improvements include:

• Temporal intent weighting — signals from the last 48 hours are weighted 3x heavier than older signals

• Persona-level attribution — 90% accuracy in distinguishing signals from individual contributors versus decision-makers

• False positive reduction — decreased from 18% to 12%

• Pipeline prediction accuracy — improved from 65% to 82%

6sense also expanded global intent coverage: ~88% account lift in LATAM, ~40% in EMEA, and ~16% in APAC.

Bombora Expands Partnerships

Bombora made several moves to extend its Company Surge® data reach:

• Proximic by Comscore partnership (January 2026) — created 300 new B2B contextual audience segments accessible through The Trade Desk, DV360, Yahoo DSP, and Adobe

• Adobe Experience Platform integration — Bombora intent data now feeds directly into Adobe's Real-Time CDP B2B Edition

• Predictiv integration — combined buyer intent data with first-party and third-party signals for enhanced lead prioritization

Bombora's Data Co-op remains healthy, tracking 20,100+ topics with coverage from 49,000+ URLs on average. But it's not all smooth sailing — broadscale publishers in the cooperative experienced a 16% traffic decline in the second half of 2025, likely due to AI-driven search reducing organic visits.

RocketReach Adds Intent Data

RocketReach launched expanded intent data capabilities in February 2026 through a partnership with 5×5 Data (powered by Intentsify). The update brings 35,000+ intent topics, 50+ million new signals ingested weekly, and 3x higher signal volume compared to previous offerings. RocketReach also introduced AI-powered email sequences — a sign that intent data and GTM automation are converging.

Vereigen Media's Buyer Intent Modeling

In January 2026, Vereigen Media launched Advanced Buyer Intent Modeling — a system that emphasizes human-verified engagement over assumption-based scoring. It analyzes real-time content interactions to validate genuine buying behavior, pushing back against the industry's over-reliance on topic-level signals.

The Rise of "Dark Intent" and AI-Driven Research

One of the biggest shifts in 2026 is the growing importance of what analysts are calling "dark intent" — buying signals that happen outside traditional tracking.

Approximately 70% of the B2B buying journey now happens anonymously in the "dark funnel" before buyers ever contact sales. Buyers are researching in private Slack communities, LinkedIn DMs, AI chatbots, and closed industry groups — none of which generate traditional intent signals.

This is forcing a rethink of how intent data works:

• AI-driven prediction is replacing keyword tracking. Modern models analyze macroeconomic shifts, hiring patterns, technographic data, and competitor movements to predict future intent.

• Account-level profiles are consolidating signals from multiple stakeholders within buying committees — not just individual contacts.

• Micro-moment orchestration is becoming critical. The best teams respond in real time to fragmented buyer moments — a chatbot question, a pricing page visit, a competitor comparison download.

The era of "keywords and clicks" as the primary intent signal is ending. Teams that adapt to pattern-based, multi-signal intent strategies will outperform those still relying on single-source topic data.

Privacy Changes Affecting Intent Data Collection

Privacy regulation continues to reshape how intent data is collected and used — especially in Europe.

GDPR Amendments on the Horizon

The European Commission's Digital Omnibus Proposal introduces targeted GDPR amendments that clarify how "personal data" is defined. A key change: information may qualify as personal data for one organization but not another, depending on whether the latter has "reasonably likely" means to identify individuals. This entity-relative approach could ease compliance for intent data providers that keep signals at the company level.

Cookie Consent Enforcement Tightening

Cookie consent enforcement intensified in 2025 and continues into 2026. Organizations must now maintain timestamped audit logs with 7+ year retention, ensure "Reject" buttons are as accessible as "Accept," and prevent any tracking scripts from executing before consent is granted.

EU-Native Intent Data Providers

A new category of EU-native intent data tools is emerging — providers like Artikle.io that process all data within the EU and keep signals at the company level, avoiding personal browsing activity tracking. This makes them compliant with CNIL and BaFin requirements by design.

For B2B teams operating in Europe, the compliance landscape is becoming a factor in vendor selection — not just a legal checkbox. If your B2B buyer intent data strategy relies on third-party cookies or personal-level tracking, it's time to reassess.

What This Means for Revenue Teams

The B2B intent data space in 2026 isn't about whether to use intent data — it's about how to use it without drowning in noise. Here's what the latest news points to:

1. Layer your signals. No single source is enough. Combine first-party data (website visits, product usage, CRM engagement), second-party data (review site research from G2 or TrustRadius), and third-party signals (Bombora, 6sense, Intentsify). The best results come from triangulation.

2. Prioritize accuracy over volume. The platforms investing in AI-powered signal verification, false positive reduction, and persona-level attribution are pulling ahead. Ask your vendor what percentage of their signals convert to real opportunities.

3. Act on intent faster. With temporal weighting (6sense weighting 48-hour signals 3x heavier) and real-time content interaction modeling (Vereigen), speed matters more than ever. If your workflow has a 3-day lag between signal and outreach, you're already late.

4. Prepare for the dark funnel. Invest in community monitoring, AI-driven prediction, and buying signal identification strategies that go beyond traditional web tracking.

5. Audit your privacy compliance. If you're targeting European accounts, ensure your intent data stack is GDPR-compliant — especially around cookie consent and personal-level tracking.

Turning Intent Signals Into Conversations

Intent data tells you who is interested. But it doesn't give you the contact information you need to start a conversation.

That's where enrichment fits in. Once you've identified in-market accounts, you still need verified emails and direct phone numbers for the right decision-makers. FullEnrich bridges that gap by aggregating 20+ data providers through waterfall enrichment — delivering 80%+ find rates with under 1% bounce on deliverable-status emails.

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